Semantic-Aware Transmission Scheduling: A Monotonicity-Driven Deep Reinforcement Learning Approach.
Jiazheng ChenWanchun LiuDaniel E. QuevedoYonghui LiBranka VuceticPublished in: IEEE Commun. Lett. (2023)
Keyphrases
- reinforcement learning
- scheduling algorithm
- scheduling problem
- function approximation
- data transmission
- round robin
- resource allocation
- optimal policy
- data driven
- robotic control
- dynamic scheduling
- low bandwidth
- transfer learning
- dynamic programming
- optimal control
- learning algorithm
- reinforcement learning methods
- real time database systems
- multi agent reinforcement learning
- markov decision processes
- reinforcement learning algorithms
- temporal difference
- resource constraints
- real time
- wireless networks
- sensor networks
- state space
- np hard
- neural network